Wikidata Knowledge Graph to Enable Equitable and Validated Ge… – Jonathan Fraine & Lydia Pintscher
Wikidata Knowledge Graph to Enable Equitable and Validated Generative AI – Jonathan Fraine & Lydia Pintscher, Wikimedia Deutschland
Generative AI has changed the information ecosystem. Open-access knowledge graphs like Wikidata (CC0) enable open-source applications to provide authenticated information as an equitable representation of world knowledge to LLM and ML applications. The Wikidata knowledge graph represents over 100M crowd-sourced, structured data items, populated by the Wikidata communities in ~300 languages. We will present a practical integration of Wikidata’s open-source, open-access knowledge graph to provide well-cited information for Generative AI inference and validation. We will dive into the capabilities for semantic search over the Wikidata knowledge graph to augment and validate generative AI inference. We will exhibit how to leverage a vectorised Wikidata search API to enhance generative AI applications with crowd-sourced data, which represents a more equitable spectrum of human knowledge than standard internet corpora.
by The Linux Foundation
linux foundation
